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    EWRL
    2008
    133views Machine Learning» more  EWRL 2008»
    Exploiting Additive Structure in Factored MDPs for Reinforcement Learning
    14 years 11 months ago
    Exploiting Additive Structure in Factored MDPs for Reinforcement Learning
    Download  ewrl08.futurs.inria.fr
    Thomas Degris, Olivier Sigaud, Pierre-Henri Wuille...
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    ML
    2008
    ACM
    95views Machine Learning» more  ML 2008»
    Transfer in variable-reward hierarchical reinforcement learning
    14 years 9 months ago
    Transfer in variable-reward hierarchical reinforcement learning
    Download  web.engr.oregonstate.edu
    Neville Mehta, Sriraam Natarajan, Prasad Tadepalli...
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    ML
    2000
    ACM
    133views Machine Learning» more  ML 2000»
    Convergence Results for Single-Step On-Policy Reinforcement-Learning Algorithms
    14 years 9 months ago
    Convergence Results for Single-Step On-Policy Reinforcement-Learning Algorithms
    Download  www.cs.rutgers.edu
    Satinder P. Singh, Tommi Jaakkola, Michael L. Litt...
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    ICAART
    2010
    INSTICC
    509views Intelligent Agents» more  ICAART 2010»
    Complexity of Stochastic Branch and Bound Methods for Belief Tree Search in Bayesian Reinforcement Learning
    15 years 6 months ago
    Complexity of Stochastic Branch and Bound Methods for Belief Tree Search in Bayesian Reinforcement Learning
    Download  arxiv.org
    There has been a lot of recent work on Bayesian methods for reinforcement learning exhibiting near-optimal online performance. The main obstacle facing such methods is that in most...
    Christos Dimitrakakis
    posted by olethros
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    NIPS
    2000
    112views Information Technology» more  NIPS 2000»
    Balancing Multiple Sources of Reward in Reinforcement Learning
    14 years 11 months ago
    Balancing Multiple Sources of Reward in Reinforcement Learning
    Download  www.cc.gatech.edu
    For many problems which would be natural for reinforcement learning, the reward signal is not a single scalar value but has multiple scalar components. Examples of such problems i...
    Christian R. Shelton
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